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jcode

https://github.com/1jehuang/jcode.git · scanned 2026-05-16 12:49 UTC (1 day, 9 hours ago) · 10 languages

102 findings (14 legacy + 88 scanner) 2/10 scanners ran 40th percentile · Rust · large (100-500K LoC) Scanner says 85 (lower by 15)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 week ago · v4 · 100 findings from 2 sources. Findings combine the legacy security pipeline AND the multi-layer engine (atlas, wiring, flows, ranked) AND verified AI agent contributions.

JSON
Combined
81.5
/100
Repobility
78
12 legacy
9-layer
85
100.0% cov · 88 gaps
Critical
12
click to filter
Agents
6
0 votes
Crowd
0
reported
{# ── 2026-05-17 R27 #5: score breakdown panel ────────────────────── Surfaces the score_breakdown JSON that's been silently stored on Repository for months. Turns hidden math into a trust signal. #}
Score breakdown â 2026-05-17-v4 calibration-aware
Component Sub-score Weight Contribution
structure_score 85.0 0.15 12.75
security_score 80.4 0.25 20.10
testing_score 36.0 0.20 7.20
documentation_score 86.0 0.15 12.90
practices_score 65.0 0.15 9.75
code_quality 70.0 0.10 7.00
Overall 1.00 69.7
Calibrated penalty buckets (security_score): threat: 19.6
security_score may be inflated — optional scanners skipped due to repo size/fast scan
Severity distribution — click a segment to filter
Active filters: severity: low × excluding tests × Reset all
Severity: Critical 12 High 10 Medium 12 Low 60 Source: Legacy 12 9-layer 88 Crowd 0 Layer: Quality 70 Security 20 Software 8 Api 1 Frontend 1
Scan summary Repository scanned at 84.6/100 with 100.0% coverage. It contains 1723 nodes across 0 cross-layer flows, written primarily in mixed languages. Engine surfaced 88 findings — concentrated in quality (66), security (15), software (5). Risk profile is high: 12 critical, 0 high, 10 medium. Recommended next step: open the quality layer findings first — that's where the highest-impact wins live.

Showing 60 of 100 findings. Click TP / FP to vote on a finding's accuracy — votes adjust the confidence weighting and improve detection across the platform.

low 9-layer quality maintenance conf 1.00 173 TODO/FIXME markers
High count of TODO/FIXME/HACK markers — track them as issues so they're not forgotten.
maintenance
low 9-layer software dead-code-candidate conf 1.00 File has no detected symbols: docs/reddit_dashboard.py
Source file with no class/function declarations — possible config, dead code, or scratch file.
dead-code-candidate
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/check_panic_budget.py:production_rust_files, scripts/check_swallowed_error_budget.py:production_rust_files This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or docum…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/check_panic_budget.py:production_lines, scripts/check_swallowed_error_budget.py:production_lines This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why th…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/profile_remote_resume_burst.py:wait_for_socket, scripts/profile_single_spawn.py:wait_for_socket This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why the…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/profile_remote_resume_burst.py:create_session, scripts/profile_single_spawn.py:create_session This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they'…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/run_terminal_bench_campaign.py:build_task_command, scripts/run_terminal_bench_campaign.py:execute_task_process This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or d…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/compare_token_usage.py:total_input, scripts/compare_token_usage.py:total This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/analyze_runtime_memory_log.py:summarize_target, scripts/analyze_runtime_memory_log.py:summarize This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why the…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/check_code_size_budget.py:rust_file_line_count, scripts/check_test_size_budget.py:rust_file_line_count This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document …
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/check_code_size_budget.py:current_oversized_files, scripts/check_test_size_budget.py:current_oversized_files This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or doc…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 2 places
Functions with the same first-5-line body hash: scripts/check_code_size_budget.py:main, scripts/check_test_size_budget.py:main This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygiene). Consolidate or document why they're separate.
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 3 places
Functions with the same first-5-line body hash: scripts/check_panic_budget.py:parse_args, scripts/check_swallowed_error_budget.py:parse_args, scripts/check_test_size_budget.py:parse_args This is *the* AI-coder failure mode (4× more duplication in vibe-coded repos — see https://jw.hn/ai-code-hygien…
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: scripts/check_panic_budget.py:is_test_rust_file, scripts/check_swallowed_error_budget.py:is_test_rust_file, scripts/check_code_size_budget.py:is_production_rust_file, scripts/check_test_size_budget.py:is_test_rust_file This is *the* AI-coder failure …
integrityduplicatedry
low 9-layer quality integrity conf 1.00 Near-duplicate function bodies in 4 places
Functions with the same first-5-line body hash: scripts/profile_remote_resume_burst.py:reply_queries, scripts/bench_memory_cli.py:reply_queries, scripts/profile_single_spawn.py:reply_queries, scripts/bench_startup_visible_ready.py:reply_queries This is *the* AI-coder failure mode (4× more duplicat…
integrityduplicatedry
low 9-layer software dead-code conf 1.00 Possibly dead Python function: attributed_total_bytes
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/analyze_runtime_memory_log.py:281 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: bytes_to_mb
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/analyze_runtime_memory_log.py:246 dead-code
low 9-layer software dead-code conf 1.00 Possibly dead Python function: setup
No callers detected by AST scan in this repo. Could be exported for external callers or a framework handler.
scripts/jcode_harbor_agent.py:202 dead-code
low 9-layer quality complexity conf 1.00 Very large file: crates/jcode-desktop/src/main.rs (2261 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: crates/jcode-desktop/src/main_tests.rs (2179 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: crates/jcode-desktop/src/session_launch.rs (1558 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: crates/jcode-desktop/src/single_session.rs (2686 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: crates/jcode-overnight-core/src/lib.rs (1463 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: crates/jcode-protocol/src/lib.rs (1976 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: crates/jcode-provider-metadata/src/lib.rs (1486 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/cli/provider_init.rs (1555 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/compaction.rs (1430 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/memory.rs (1820 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/memory_agent.rs (1696 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/provider/anthropic.rs (1995 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/provider/bedrock.rs (1616 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/provider/mod.rs (1916 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/provider/openrouter.rs (1651 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/server.rs (1788 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/server/client_lifecycle.rs (2784 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/server/comm_control.rs (1826 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/server/swarm.rs (1537 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/session.rs (1419 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/telemetry.rs (1712 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tool/communicate.rs (1509 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/app.rs (1424 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/app/auth.rs (2127 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/app/auth_account_picker.rs (1217 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/app/commands.rs (2186 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/app/inline_interactive.rs (2150 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/app/input.rs (2146 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/app/model_context.rs (1432 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/app/remote/key_handling.rs (2226 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/app/remote/server_events.rs (1337 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/app/state_ui.rs (1592 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/app/turn.rs (1278 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/info_widget.rs (1906 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/mod.rs (1450 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/session_picker.rs (1332 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/session_picker/loading.rs (1934 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/ui.rs (2298 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/ui_input.rs (1706 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/ui_messages.rs (1758 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/ui_pinned.rs (1794 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
low 9-layer quality complexity conf 1.00 Very large file: src/tui/ui_prepare.rs (1614 lines)
Files with >800 lines often hide complexity hotspots and discourage tests.
complexity
{# ── 2026-05-17 Round 14: AI-agent bridge footer ────────────────────── Discoverability: the /agents/voting/ guide + MCP manifest exist but aren't linked from anywhere users actually land. Small, opt-in footer. #}
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